报告摘要：Complex networks provide the backbone for understanding interconnected systems across science, engineering, and society, while artificial intelligence offers powerful approaches for learning, control, optimisation, and decision-making in uncertain, dynamic environments. The synergies between these two fields are driving rapid advances: network science informs the design and resilience of intelligent systems, and artificial intelligence enables new methods for analysing, optimising, and controlling large-scale networked systems. At the same time, their interplay raises fundamental questions about dynamics, stability, robustness, and trust in systems where humans, machines, and networks interact across multiple layers and scales. This talk will explore recent advances at the intersection of complex networks and artificial intelligence, highlighting opportunities for enhancing learning, control, optimization, and resilience in cyber-physical-social systems. The presentation will be grounded by real-world case studies from industrial research, including alarm management for large-scale power grids, money laundering network detection, and decision support for complex industrial processes. 个人简历：Xinghuo Yu is an Associate Deputy Vice-Chancellor and a Distinguished Professor at RMIT University (Royal Melbourne Institute of Technology), Melbourne, Australia. He served as the President of IEEE Industrial Electronics Society in 2018 and 2019. He is a Fellow of Australian Academy of Science, an Honorary Fellow of Engineers Australia, and a Fellow of IFAC, IEEE, Australian Computer Society and Australian Institute of Company Directors. His research focuses on control systems engineering, intelligent and complex systems, and power and energy systems. He received numerous prestigious awards, including 2018 MA Sargent Medal from the Institution of Engineers Australia, 2018 Australasian Artificial Intelligence Distinguished Research Contribution Award from Australian Computer Society, and 2013 Dr.-Ing. Eugene Mittelmann Achievement Award from IEEE Industrial Electronics Society. |